• Pnaggih Kusuma Ningrum and Iana Atanassova. Annotation of scientific uncertainty using linguistic patterns. In: Scientometrics, 2024
• Nicolas Gutehrlé and Iana Atanassova. Processing the structure of documents: Logical Layout Analysis of historical newspapers in French. In: Journal of Data Mining & Digital Humanities NLP4DH, 2022
• Iana Atanassova, Marc Bertin and Vincent Larivière. On the Composition of Scientific Abstracts. Journal of Documentation, vol. 72, issue 4, pp. 636-647, July 2016 [Preprint]
• Marc Bertin, Iana Atanassova, Vincent Larivière, and Yves Gingras. The Invariant Distribution of References in Scientific Papers. Journal of the Association for Information Science and Technology (JASIST), vol. 67, no. 1, pp. 164-177, January 2016
• Marc Bertin, Iana Atanassova, Cassidy R. Sugimoto and Vincent Larivière. The linguistic patterns and rhetorical structure of citation context: an approach using n-grams. Journal of Scientometrics, vol. 109, pp. 1417-1434, September 2016
• Marc Bertin, Iana Atanassova, Vincent Larivière, and Yves Gingras. Mapping the Linguistic Context of Citations. Bulletin of the Association for Information Science and Technology (ASIS&T) Featuring the “The Future of Science Mapping”, vol. 41, no. 2, December/January 2015
• Iana Atanassova and Marc Bertin. Semantic Web Evaluation Challenge: SemWebEval 2014 at ESWC 2014, chapter Semantic Facets for Scientific Information Retrieval, pp. 108–113. Communications in Computer and Information Science (Book 475). Springer, 2014
• Marc Bertin and Iana Atanassova. Semantic Enrichment of Scientific Publications and Metadata: Citation Analysis Through Contextual and Cognitive Analysis. D-lib Magazine, 18(7/8), July/August 2012

Topics & Keywords:

Information extraction, text mining, semantic annotation, sentiment analysis, information retrieval, text navigation

Scholarly document processing, scientific papers, semantic publishing

Linguistic models, knowledge-based processing, hybrid methods

Ontologies, knowledge representation, Semantic web, Linked Open Data

Scientific paper processing, Uncertainty mining

Thématiques et mots clés :

Extraction d'information, fouille textuelle, annotation sémantique, analyse des sentiments, recherche d'information, navigation textuelle

Traitement d'articles scientifiques, publications scientifiques

Modélisation linguistique, traitements à base de connaissances linguistiques, méthodes hybrides

Ontologies, représentation des connaissances, Web Sémantique, données ouvertes et liées

Traitement d'articles scientifiques, Incertitude scientifique